It doesn’t look like that filter exists in WordPress core. That being said, I have the solution for you. That select uses an option to set the default size:
get_option( 'image_default_size', 'medium' );
So all you have to do is update that option:
update_option( 'image_default_size', 'full' );
For reference: media.php line 1296